Constantine Tarabanis, MD @DrCardioCon
Future chief resident @NYULangone. AI-ECG research 🫀 MD @HarvardMed, BA @Harvard. Opinions my own. pubmed.ncbi.nlm.nih.gov/?term=Constant… Manhattan, NY Joined November 2022-
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Our home-grown AF from Sinus AI prediction model published today in #EHJ digital health. tldr: We reach AUC 0.9 that holds on external validation across continents!💥 @ehj_ed @nyuniversity @nyulangone @DrCardioCon Read here: academic.oup.com/ehjdh/article/…
Excited to share our new study! @JAMAPsych @heffron_sean @NYUCVDPrevent @YaleIMed @TradIMYale Meta-Analysis looking at Suicide and Self-harm events in patient with Obesity or Diabetes taking GLP1-RA Link: jamanetwork.com/journals/jamap…
New paper out today! TLDR: We use special self supervised learning architecture called VICReg, invented by @ylecun to solve the problem of insufficient labeled data We show that real prevalence of "rare" diseases may be much higher than perceived 😱 nature.com/articles/s4159…
AI provides a universal framework that leverages data and compute at scale to uncover higher-order patterns Today, @arcinstitute in collaboration with @nvidia releases Evo 2—a fully open source biological foundation model trained on genomes spanning the entire tree of life 🧵
A multimodal foundation model for medical images from 15 million image-text pairings ai.nejm.org/doi/full/10.10… @NEJM_AI open-source, open-access paper @hoifungpoon @MSFTResearch
A randomized trial of tailored A.I.-guided ablation of atrial fibrillation vs standard-of-care, anatomical ablation demonstrated superiority of AI guidance nature.com/articles/s4159… @NatureMedicine
1/n We are excited to announce EchoPrime – the first echocardiography AI model capable of evaluating a full transthoracic echocardiogram study, identify the most relevant videos, and produce a comprehensive interpretation! Great work lead by @milos_ai, EchoPrime is the largest…
Professor Charged for Operating Multimillion-Dollar Grant Fraud Scheme Wang allegedly engaged in a scheme to fabricate and falsify scientific data in grant applications made to the NIH on behalf of himself and the biopharmaceutical company. $SAVA justice.gov/opa/pr/profess…
Prospective RCT of AI-Enhanced ECG for STEMI Activation @NEJM_AI ai.nejm.org/doi/full/10.10… Excellent trial building upon and complementing recent work in @NatureMedicine nature.com/articles/s4159… Excellent editorial by @RobertAvramMD and @wfearonmd ai.nejm.org/doi/full/10.10…
AI in 🫀 🎉🎉 Our 2nd AI-ECG model dealing with the QT interval, this time for diLQTS ✅ safe prescribing in the outpatient setting. Reproducible + Standardized nature of ECGs can make them a better input for medical AI models than poorly curated EMR tabular data 📊.
AI in 🫀 🎉🎉 Our 2nd AI-ECG model dealing with the QT interval, this time for diLQTS ✅ safe prescribing in the outpatient setting. Reproducible + Standardized nature of ECGs can make them a better input for medical AI models than poorly curated EMR tabular data 📊.
Delighted to share ✨Med-Gemini✨ - our new family of multimodal models for medicine unlocking new possibilities for health - arxiv.org/pdf/2404.18416 More accurate multimodal conversations about medical images🩻, surgical videos📽️, genomics🧬, ultra-long health records📚, ECGs🫀…
Excited to share our #echofirst foundation model is now published in @NatureMedicine! Trained on 1M @CedarsSinai A4C echo-report pairs, EchoCLIP has strong performance on wide range of cardiac diagnostic benchmarks, including LVEF in @StanfordMed videos (MAE 7.1%).
Excited to share our #echofirst foundation model is now published in @NatureMedicine! Trained on 1M @CedarsSinai A4C echo-report pairs, EchoCLIP has strong performance on wide range of cardiac diagnostic benchmarks, including LVEF in @StanfordMed videos (MAE 7.1%). https://t.co/Nnw1L2n0M3
AI-ECG RCT Alert: pts with ↑ mortality risk 1o endpoint: ↓ all cause mortality Consent: physicians only Generalizability limitations, but supporting the value of AI models based on standardized & reproducible inputs (ECG>EMR tabular data) nature.com/articles/s4159…
Be skeptical of the findings in single-centre RCTs of critically ill patients published in high-impact journals claiming a mortality benefit. Only 1 out of 16 RCTs were replicated in a multi-centred RCT. ccforum.biomedcentral.com/articles/10.11… @First10EM @KirstyChallen @drjohnm @adamcifu
🚨Stunning!🚨 REVERSAL in the decline of heart failure ☠️ in the US 1999-2021 1999-2005 ⬇️ ☠️ 2005-2012 ⬇️ ☠️ 2012-2019 ⬆️ ☠️ 2019-2021 ⬆️⬆️☠️ Age-adjusted HF related ☠️ rates higher in 2021 vs 1999! WT😱🆘 jamanetwork.com/journals/jamac… @JAMACardio @FudimMarat
A great weekend welcoming the new fellows to Brigham Heart! We cannot wait for you all to join us beginning in July! Welcome to Brigham Fellows 🫀🫀
#AI for rare arrhythmia disorders. Inspired by the work of @ylecun on Self-Supervised Learning, we adapted VICReg, an Energy Based Model to learn deep #EKG representations. Pre-training with SSL is a promising strategy for rare disease detection. @nyulangone @nyuniversity 👇
#AI for rare arrhythmia disorders. Inspired by the work of @ylecun on Self-Supervised Learning, we adapted VICReg, an Energy Based Model to learn deep #EKG representations. Pre-training with SSL is a promising strategy for rare disease detection. @nyulangone @nyuniversity 👇
Congratulations to our newest Cardiology fellows joining the Brigham Fellows in the coming year!! We are so excited to welcome you to Brigham Heart!!! 🥳🥳🫀🫀
Sharing varcard.io engine for #AI generated variant classification🎉 We fuse open datasets to provide a clinical-friendly, searchable engine based on the @GoogleDeepMind #AlfaFold protein structure predictions. Please use, enjoy and share! @nyulangone #Genetics
Development of an AI-Driven QT Correction Algorithm for Patients in Atrial Fibrillation sciencedirect.com/science/articl… #EPeeps in this work we publish today in @JACCJournals we attempt to solve a tough clinical problem: Determining the QTc in #AFib Short 🧵

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308 Followers 313 Following From 🇨🇴 Colombia. Prior IM resident at @MontefioreNYC, Current Cardiology Fellow at @BrighamFellows @harvardmed. Interested in EP 🫀
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101 Followers 3K Following A day without expectations is a day without expectations. https://t.co/4bPkHDEd5I
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James Horowitz @jameshorowitzmd
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